Alexey K. Kovalev

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 14

Top Topics

Question Answering

General Intelligence

Top Venues

Publications

Daniil E. Kirilenko, Vitaliy Vorobyov, Alexey K. Kovalev, Aleksandr Panov
Object-Centric Learning with Slot Mixture Module. ICLR (2024)
Daniil E. Kirilenko, Vitaliy Vorobyov, Alexey K. Kovalev, Aleksandr I. Panov
Object-Centric Learning with Slot Mixture Module. CoRR (2023)
Arkadii Bessonov, Alexey Staroverov, Huzhenyu Zhang, Alexey K. Kovalev, Dmitry A. Yudin, Aleksandr I. Panov
Recurrent Memory Decision Transformer. CoRR (2023)
Daniil E. Kirilenko, Alexandr Korchemnyi, Konstantin Smirnov, Alexey K. Kovalev, Aleksandr I. Panov
Quantized Disentangled Representations for Object-Centric Visual Tasks. PReMI (2023)
Christina Sarkisyan, Alexandr Korchemnyi, Alexey K. Kovalev, Aleksandr I. Panov
Evaluation of Pretrained Large Language Models in Embodied Planning Tasks. AGI (2023)
Aleksei Staroverov, Andrey S. Gorodetsky, Andrei S. Krishtopik, Uliana A. Izmesteva, Dmitry A. Yudin, Alexey K. Kovalev, Aleksandr I. Panov
Fine-Tuning Multimodal Transformer Models for Generating Actions in Virtual and Real Environments. IEEE Access 11 (2023)
Anfisa A. Chuganskaya, Alexey K. Kovalev, Aleksandr Panov
The Problem of Concept Learning and Goals of Reasoning in Large Language Models. HAIS (2023)
Christina Sarkisyan, Mikhail Savelov, Alexey K. Kovalev, Aleksandr I. Panov
Graph Strategy for Interpretable Visual Question Answering. AGI (2022)
Daniil E. Kirilenko, Alexey K. Kovalev, Yaroslav K. Solomentsev, Alexander Melekhin, Dmitry A. Yudin, Aleksandr I. Panov
Vector Symbolic Scene Representation for Semantic Place Recognition. IJCNN (2022)
Alexey K. Kovalev, Makhmud Shaban, Evgeny Osipov, Aleksandr I. Panov
Vector Semiotic Model for Visual Question Answering. Cogn. Syst. Res. 71 (2022)
Alexey K. Kovalev, Makhmud Shaban, Anfisa A. Chuganskaya, Aleksandr I. Panov
Applying Vector Symbolic Architecture and Semiotic Approach to Visual Dialog. HAIS (2021)
Daniil E. Kirilenko, Alexey K. Kovalev, Evgeny Osipov, Aleksandr I. Panov
Question Answering for Visual Navigation in Human-Centered Environments. MICAI (2) (2021)
Alexey K. Kovalev, Aleksandr I. Panov, Evgeny Osipov
Hyperdimensional Representations in Semiotic Approach to AGI. AGI (2020)
Alexey K. Kovalev, Aleksandr I. Panov
Mental Actions and Modelling of Reasoning in Semiotic Approach to AGI. AGI (2019)